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Guojian Zou
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2020 – today
- 2024
- [j9]Guojian Zou
, Ziliang Lai, Ting Wang, Zongshi Liu, Jingjue Bao
Multi-task-based spatiotemporal generative inference network: A novel framework for predicting the highway traffic speed. Expert Syst. Appl. 237(Part C): 121548 (2024) - [j8]Ting Wang
PI-STGnet: Physics-integrated spatiotemporal graph neural network with fundamental diagram learner for highway traffic flow prediction. Expert Syst. Appl. 258: 125144 (2024) - [j7]Guojian Zou
MT-STNet: A Novel Multi-Task Spatiotemporal Network for Highway Traffic Flow Prediction. IEEE Trans. Intell. Transp. Syst. 25(7): 8221-8236 (2024) - [i1]Ting Wang, Ye Li, Rongjun Cheng, Guojian Zou, Takao Dantsuji, Dong Ngoduy:
Knowledge-data fusion oriented traffic state estimation: A stochastic physics-informed deep learning approach. CoRR abs/2409.00644 (2024) - 2023
- [j6]Bo Zhang, Yuan Liu, Ruihan Yong, Guojian Zou, Ru Yang, Jianguo Pan, Maozhen Li:
A spatial correlation prediction model of urban PM2.5 concentration based on deconvolution and LSTM. Neurocomputing 544: 126280 (2023) - [j5]Ting Wang, Meiting Tu, Hao Lyu, Ye Li, Olivier Orfila, Guojian Zou
Impact Evaluation of Cyberattacks on Connected and Automated Vehicles in Mixed Traffic Flow and Its Resilient and Robust Control Strategy. Sensors 23(1): 74 (2023) - [j4]Guojian Zou
When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time. IEEE Trans. Intell. Transp. Syst. 24(10): 11438-11452 (2023) - [c3]Guojian Zou, Jing Fan, Honggang Wang, Changxi Ma, Ting Wang, Ye Li:
Multi-Task-Based Spatio-Temporal Generative Inference Network for Predicting Highway Traffic Speed. ITSC 2023: 3247-3252 - [c2]Ailing Yin, Xiaohong Chen, Guojian Zou:
A Fusion Deep Learning Network for Shared e-Bike Demand Prediction with Spatiotemporal Dependencies. ITSC 2023: 3390-3395 - [c1]Guojian Zou, Ting Wang, Honggang Wang, Jing Fan, Ye Li:
How to Accurately Predict Traffic Speed Using Simple Input Variables? A Novel Self-Supervised Spatio-Temporal Bilateral Learning Network. ITSC 2023: 4657-4662 - 2022
- [j3]Bo Zhang, Guojian Zou
RCL-Learning: ResNet and convolutional long short-term memory-based spatiotemporal air pollutant concentration prediction model. Expert Syst. Appl. 207: 118017 (2022) - 2021
- [j2]Guojian Zou
FDN-learning: Urban PM2.5-concentration Spatial Correlation Prediction Model Based on Fusion Deep Neural Network. Big Data Res. 26: 100269 (2021)
2010 – 2019
- 2019
- [j1]Dongming Qin, Jian Yu, Guojian Zou, Ruihan Yong, Qin Zhao
A Novel Combined Prediction Scheme Based on CNN and LSTM for Urban PM2.5 Concentration. IEEE Access 7: 20050-20059 (2019)
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